Valentin Khrulkov

43 papers A* 10A 1Journal 28Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CADEvolve: Creating Realistic CAD via Program Evolution. CoRR Maksim Elistratov, Marina Barannikov, Gregory Ivanov, Valentin Khrulkov, Anton Konushin, Andrey Kuznetsov, Dmitrii Zhemchuzhnikov
2026	J	`jnl`	CoMa: Contextual Massing Generation with Vision-Language Models. CoRR Evgenii Maslov, Valentin Khrulkov, Anastasia Volkova, Anton Gusarov, Andrey Kuznetsov, Ivan V. Oseledets
2026	J	`jnl`	ImprovEvolve: Ask AlphaEvolve to Improve the Input Solution and Then Improvise. CoRR Alexey Kravatskiy, Valentin Khrulkov, Ivan V. Oseledets
2025	J	`jnl`	GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms. CoRR Valentin Khrulkov, Andrey V. Galichin, Denis Bashkirov, Dmitry Vinichenko, Oleg Travkin, Roman Alferov, Andrey Kuznetsov, Ivan V. Oseledets
2025	J	`jnl`	Multi-Agent GraphRAG: A Text-to-Cypher Framework for Labeled Property Graphs. CoRR Anton Gusarov, Anastasia Volkova, Valentin Khrulkov, Andrey Kuznetsov, Evgenii Maslov, Ivan V. Oseledets
2025	—	`conf`	YaART: Yet Another ART Rendering Technology. KDD (1) Sergey Kastryulin, Artem Konev, Alexander Shishenya, Eugene Lyapustin, Artem Khurshudov, Alexander Tselousov, Nikita Vinokurov, Denis Kuznedelev, Alexander Markovich, Grigoriy Livshits, Alexey Kirillov, Anastasiia Tabisheva, Liubov Chubarova, Marina Kaminskaia, Alexander Ustyuzhanin, Artemii Shvetsov, Daniil Shlenskii, Valerii Startsev, Dmitrii Kornilov, Mikhail Romanov, Dmitry Baranchuk, Artem Babenko, Sergei Ovcharenko, Valentin Khrulkov
2024	J	`jnl`	Switti: Designing Scale-Wise Transformers for Text-to-Image Synthesis. CoRR Anton Voronov, Denis Kuznedelev, Mikhail Khoroshikh, Valentin Khrulkov, Dmitry Baranchuk
2024	J	`jnl`	YaART: Yet Another ART Rendering Technology. CoRR Sergey Kastryulin, Artem Konev, Alexander Shishenya, Eugene Lyapustin, Artem Khurshudov, Alexander Tselousov, Nikita Vinokurov, Denis Kuznedelev, Alexander Markovich, Grigoriy Livshits, Alexey Kirillov, Anastasiia Tabisheva, Liubov Chubarova, Marina Kaminskaia, Alexander Ustyuzhanin, Artemii Shvetsov, Daniil Shlenskii, Valerii Startsev, Dmitrii Kornilov, Mikhail Romanov, Artem Babenko, Sergei Ovcharenko, Valentin Khrulkov
2023	J	`jnl`	Towards Real-time Text-driven Image Manipulation with Unconditional Diffusion Models. CoRR Nikita Starodubcev, Dmitry Baranchuk, Valentin Khrulkov, Artem Babenko
2023	A*	`conf`	Understanding DDPM Latent Codes Through Optimal Transport. ICLR Valentin Khrulkov, Gleb V. Ryzhakov, Andrei Chertkov, Ivan V. Oseledets
2022	A*	`conf`	Hyperbolic Vision Transformers: Combining Improvements in Metric Learning. CVPR Aleksandr Ermolov, Leyla Mirvakhabova, Valentin Khrulkov, Nicu Sebe, Ivan V. Oseledets
2022	J	`jnl`	Hyperbolic Vision Transformers: Combining Improvements in Metric Learning. CoRR Aleksandr Ermolov, Leyla Mirvakhabova, Valentin Khrulkov, Nicu Sebe, Ivan V. Oseledets
2022	A*	`conf`	Label-Efficient Semantic Segmentation with Diffusion Models. ICLR Dmitry Baranchuk, Andrey Voynov, Ivan Rubachev, Valentin Khrulkov, Artem Babenko
2022	J	`jnl`	Understanding DDPM Latent Codes Through Optimal Transport. CoRR Valentin Khrulkov, Ivan V. Oseledets
2021	J	`jnl`	Disentangled Representations from Non-Disentangled Models. CoRR Valentin Khrulkov, Leyla Mirvakhabova, Ivan V. Oseledets, Artem Babenko
2021	A*	`conf`	Functional Space Analysis of Local GAN Convergence. ICML Valentin Khrulkov, Artem Babenko, Ivan V. Oseledets
2021	J	`jnl`	Functional Space Analysis of Local GAN Convergence. CoRR Valentin Khrulkov, Artem Babenko, Ivan V. Oseledets
2021	J	`jnl`	Label-Efficient Semantic Segmentation with Diffusion Models. CoRR Dmitry Baranchuk, Ivan Rubachev, Andrey Voynov, Valentin Khrulkov, Artem Babenko
2021	A*	`conf`	Latent Transformations via NeuralODEs for GAN-based Image Editing. ICCV Valentin Khrulkov, Leyla Mirvakhabova, Ivan V. Oseledets, Artem Babenko
2021	J	`jnl`	Latent Transformations via NeuralODEs for GAN-based Image Editing. CoRR Valentin Khrulkov, Leyla Mirvakhabova, Ivan V. Oseledets, Artem Babenko
2021	A*	`conf`	Neural Side-by-Side: Predicting Human Preferences for No-Reference Super-Resolution Evaluation. CVPR Valentin Khrulkov, Artem Babenko
2021	A*	`conf`	Revisiting Deep Learning Models for Tabular Data. NeurIPS Yury Gorishniy, Ivan Rubachev, Valentin Khrulkov, Artem Babenko
2021	J	`jnl`	Revisiting Deep Learning Models for Tabular Data. CoRR Yury Gorishniy, Ivan Rubachev, Valentin Khrulkov, Artem Babenko
2020	A*	`conf`	Hyperbolic Image Embeddings. CVPR Valentin Khrulkov, Leyla Mirvakhabova, Evgeniya Ustinova, Ivan V. Oseledets, Victor S. Lempitsky
2020	A	`conf`	Performance of Hyperbolic Geometry Models on Top-N Recommendation Tasks. RecSys Leyla Mirvakhabova, Evgeny Frolov, Valentin Khrulkov, Ivan V. Oseledets, Alexander Tuzhilin
2020	J	`jnl`	Performance of Hyperbolic Geometry Models on Top-N Recommendation Tasks. CoRR Leyla Mirvakhabova, Evgeny Frolov, Valentin Khrulkov, Ivan V. Oseledets, Alexander Tuzhilin
2020	J	`jnl`	Sample Efficient Ensemble Learning with Catalyst.RL. CoRR Sergey Kolesnikov, Valentin Khrulkov
2020	J	`jnl`	Tensor Train Decomposition on TensorFlow (T3F). J. Mach. Learn. Res. Alexander Novikov, Pavel Izmailov, Valentin Khrulkov, Michael Figurnov, Ivan V. Oseledets
2020	—	`conf`	Tensorized Embedding Layers. EMNLP (Findings) Oleksii Hrinchuk, Valentin Khrulkov, Leyla Mirvakhabova, Elena Orlova, Ivan V. Oseledets
2019	—	`conf`	Generalized Tensor Models for Recurrent Neural Networks. ICLR (Poster) Valentin Khrulkov, Oleksii Hrinchuk, Ivan V. Oseledets
2019	J	`jnl`	Generalized Tensor Models for Recurrent Neural Networks. CoRR Valentin Khrulkov, Oleksii Hrinchuk, Ivan V. Oseledets
2019	J	`jnl`	Hyperbolic Image Embeddings. CoRR Valentin Khrulkov, Leyla Mirvakhabova, Evgeniya Ustinova, Ivan V. Oseledets, Victor S. Lempitsky
2019	J	`jnl`	Tensorized Embedding Layers for Efficient Model Compression. CoRR Valentin Khrulkov, Oleksii Hrinchuk, Leyla Mirvakhabova, Ivan V. Oseledets
2019	J	`jnl`	Universality Theorems for Generative Models. CoRR Valentin Khrulkov, Ivan V. Oseledets
2018	A*	`conf`	Art of Singular Vectors and Universal Adversarial Perturbations. CVPR Valentin Khrulkov, Ivan V. Oseledets
2018	J	`jnl`	Desingularization of Bounded-Rank Matrix Sets. SIAM J. Matrix Anal. Appl. Valentin Khrulkov, Ivan V. Oseledets
2018	—	`conf`	Expressive power of recurrent neural networks. ICLR (Poster) Valentin Khrulkov, Alexander Novikov, Ivan V. Oseledets
2018	A*	`conf`	Geometry Score: A Method For Comparing Generative Adversarial Networks. ICML Valentin Khrulkov, Ivan V. Oseledets
2018	J	`jnl`	Geometry Score: A Method For Comparing Generative Adversarial Networks. CoRR Valentin Khrulkov, Ivan V. Oseledets
2018	J	`jnl`	Tensor Train decomposition on TensorFlow (T3F). CoRR Alexander Novikov, Pavel Izmailov, Valentin Khrulkov, Michael Figurnov, Ivan V. Oseledets
2017	J	`jnl`	Art of singular vectors and universal adversarial perturbations. CoRR Valentin Khrulkov, Ivan V. Oseledets
2017	J	`jnl`	Expressive power of recurrent neural networks. CoRR Valentin Khrulkov, Alexander Novikov, Ivan V. Oseledets
2017	J	`jnl`	Vico-Greengard-Ferrando quadratures in the tensor solver for integral equations. CoRR Valentin Khrulkov, M. V. Rakhuba, Ivan V. Oseledets